{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "乐学偶得版权所有  公众号：乐学Fintech  主讲人：William LX_LAB教研团队提供技术支持 正版视频： 网易云课堂：乐学偶得"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1.通过编程手段直接通过给服务器发请求，通过对返回信息进行解析，最终实现数据的获取（底层）\n",
    "2.通过控制浏览器进行给服务器发请求，通过获取浏览器中的信息，最终实现数据的获取（不太涉及底层）"
   ]
  },
  {
   "attachments": {
    "8020rule.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![8020rule.png](attachment:8020rule.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
